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Enterprise use cases

Enterprise data, ready for better decisions.

See how companies connect complex ERP environments to governed, plain-English intelligence. Every story shows its verified deployment status clearly.

ConnectEnterprise systems
GovernMeaning and access
UnderstandAnswers in plain English
Customer stories

Three enterprise environments. One governed intelligence layer.

Live SAP and MongoDB deployments plus a scoped private Oracle implementation show how datahuts adapts to each company's systems and security boundary.

Live
SAP Business OneFinance & operations

NATCO — Live SAP intelligence

NATCO connects SAP Business One to datahuts so leadership can ask plain-English questions about financial and operating performance and trace answers back to governed company context.

View NATCO use case
Live
MongoDB AtlasIdentity platform

Humanos — Live MongoDB intelligence

Humanos connects its production MongoDB Atlas environment to datahuts for governed discovery, sensitive-value masking, and reviewable semantic context across its identity platform.

View Humanos use case
Onboarding
Oracle E-Business SuitePrivate network

ABJ — Private Oracle intelligence

ABJ is preparing a private-agent deployment for Oracle E-Business Suite, designed to keep the database inside its Kuwait network while enabling governed access to authorized business data.

View implementation plan
Customer deployment · Live

Humanos turns a complex MongoDB identity schema into governed company context.

Production statusVerified July 2026
01

The challenge

Identity, credential, verification, and operational records span nested MongoDB collections with sensitive fields that must never appear unmasked in previews.

02

Connected architecture

A live MongoDB Atlas connection discovers authorized metadata through the tenant-scoped connector path without issuing application writes.

03

What datahuts prepared

  • Discover 17 authorized MongoDB collections and their nested field structures
  • Create draft semantic entities for human review before anything is certified
  • Mask credentials, identity records, OTPs, and KYC-shaped values before preview
04

Trust controls

Server-side masking, encrypted credential storage, audit events, draft-only semantic proposals, and cross-account isolation protect the workflow.

Customer deployment · Live

NATCO turns SAP Business One into an executive conversation.

Production statusVerified July 2026
01

The challenge

Financial and operational answers lived inside SAP and depended on manual extraction, specialist knowledge, and repeated report requests.

02

Connected architecture

A live, read-only SAP Business One connection feeds tenant-scoped company context into the governed datahuts layer.

03

What leadership can do

  • Ask plain-English questions about P&L, receivables, customers, and operating performance
  • Read executive summaries grounded in connected SAP company data
  • Trace governed metrics and answers back to their source context
04

Trust controls

Tenant isolation, governed metric definitions, source-grounded answers, bilingual evaluation coverage, and safe refusal behavior protect the decision path.

Implementation blueprint · Onboarding

ABJ keeps Oracle private while preparing it for governed intelligence.

Not yet liveDeployment verification pending
01

The challenge

Oracle E-Business Suite runs inside a private Kuwait network. The database must remain private while authorized teams gain useful business access.

02

Private architecture

A server-managed agent is designed to run inside ABJ's network, use outbound encrypted communication, and enforce read-only, allowlisted scope.

03

What activation enables

  • Keep Oracle E-Business Suite inside the company network
  • Authorize only approved business scope through a read-only private agent
  • Prepare governed, plain-English access to finance and operations data after activation
04

Definition of live

The agent must connect from ABJ's network, discover authorized metadata, confirm company scope and isolation, and capture customer-approved evidence before this story becomes live.

Your data stack

Turn your enterprise systems into trusted answers.

Tell us what you run, where it lives, and what your leadership needs to understand.

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Deployment status reflects the latest verified production state. Results vary by connected systems, approved scope, and data quality.